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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

8,891 listings found

2013 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Edge SEL

Springfield, MO

UnscoredModerate · 23
$1,500171,451 mi

Comparison: 23 similar vehicles

Springfield, MO

2008 GMC Acadia SLT1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 GMC Acadia SLT1

Springfield, MO

UnscoredLimited · 7
$2,000Mileage not verified

Comparison: 7 similar vehicles

Springfield, MO

2008 Mazda CX-7 Grand Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Mazda CX-7 Grand Touring

Fair Grove, MO

UnscoredInsufficient · 0
$2,795150,926 mi

Fair Grove, MO

2012 Buick Enclave Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Buick Enclave Premium

Fair Grove, MO

UnscoredInsufficient · 3
$2,895202,704 mi

Comparison: 3 similar vehicles

Fair Grove, MO

No Photo

2007 Hyundai Santa Fe Limited

Fair Grove, MO

UnscoredInsufficient · 0
$3,000257,180 mi

Fair Grove, MO

2012 Buick Enclave Leather

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Buick Enclave Leather

Springfield, MO

UnscoredLimited · 16
$3,495183,068 mi

Comparison: 16 similar vehicles

Springfield, MO

2004 Dodge Durango Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Dodge Durango Limited

Joplin, MO

UnscoredInsufficient · 0
$3,500222,222 mi

Joplin, MO

2000 Lexus RX 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Lexus RX 300

Springfield, MO

UnscoredInsufficient · 0
$3,500214,017 mi

Springfield, MO

2010 Lincoln MKT EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Lincoln MKT EcoBoost

Brookline, MO

UnscoredInsufficient · 0
$3,750211,500 mi

Brookline, MO

2008 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford Edge SEL

Bolivar, MO

UnscoredInsufficient · 4
$3,750215,000 mi

Comparison: 4 similar vehicles

Bolivar, MO

2011 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Equinox 1LT

Marshfield, MO

UnscoredLimited · 10
$3,800211,836 mi

Comparison: 10 similar vehicles

Marshfield, MO

2016 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Equinox LT

Springfield, MO

UnscoredModerate · 48
$3,900186,453 mi

Comparison: 48 similar vehicles

Springfield, MO

2011 Mazda CX-9 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mazda CX-9 Sport

Springfield, MO

UnscoredInsufficient · 0
$3,900215,291 mi

Springfield, MO

2008 Jeep Liberty Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Jeep Liberty Limited

Granby, MO

UnscoredInsufficient · 0
$3,900189,995 mi

Granby, MO

2007 Ford Edge SEL Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Edge SEL Plus

Ozark, MO

UnscoredLimited · 5
$3,900206,701 mi

Comparison: 5 similar vehicles

Ozark, MO

2005 GMC Yukon SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 GMC Yukon SLE

Joplin, MO

UnscoredLimited · 14
$3,900241,222 mi

Comparison: 14 similar vehicles

Joplin, MO

2005 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Explorer XLT

Springfield, MO

UnscoredInsufficient · 0
$3,950178,357 mi

Springfield, MO

2013 Nissan Rogue S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Rogue S

Neosho, MO

UnscoredModerate · 21
$3,995221,071 mi

Comparison: 21 similar vehicles

Neosho, MO

2008 Cadillac Escalade ESV Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Cadillac Escalade ESV Base

Springfield, MO

UnscoredInsufficient · 0
$3,995366,850 mi

Springfield, MO

2014 Chevrolet Captiva Sport LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Captiva Sport LT

Brookline, MO

UnscoredLimited · 10
$4,000198,548 mi

Comparison: 10 similar vehicles

Brookline, MO

2013 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Equinox 1LT

Joplin, MO

UnscoredLimited · 16
$4,100178,813 mi

Comparison: 16 similar vehicles

Joplin, MO

2012 Jeep Grand Cherokee Overland

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Jeep Grand Cherokee Overland

Marshfield, MO

UnscoredInsufficient · 4
$4,200151,482 mi

Comparison: 4 similar vehicles

Marshfield, MO

2009 GMC Yukon SLT1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 GMC Yukon SLT1

Springfield, MO

UnscoredInsufficient · 0
$4,200217,546 mi

Springfield, MO

2012 GMC Acadia SLT1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 GMC Acadia SLT1

Springfield, MO

UnscoredLimited · 19
$4,250154,820 mi

Comparison: 19 similar vehicles

Springfield, MO

2009 Ford Flex LIMITED

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Flex LIMITED

Fair Grove, MO

UnscoredInsufficient · 0
$4,250184,115 mi

Fair Grove, MO

2012 Nissan Murano SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Murano SL

Springfield, MO

UnscoredInsufficient · 0
$4,300154,426 mi

Springfield, MO

2003 Toyota Highlander Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Toyota Highlander Base

Verona, MO

UnscoredInsufficient · 0
$4,490165,078 mi

Verona, MO

2008 Honda CR-V EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Honda CR-V EX-L

Springfield, MO

UnscoredInsufficient · 0
$4,495206,000 mi

Springfield, MO

No Photo

2015 Jeep Cherokee Latitude

Strafford, MO

UnscoredModerate · 40
$4,499206,452 mi

Comparison: 40 similar vehicles

Strafford, MO

2013 Chevrolet Suburban LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Suburban LT

Strafford, MO

UnscoredLimited · 5
$4,499283,128 mi

Comparison: 5 similar vehicles

Strafford, MO

2014 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Edge SEL

Nixa, MO

UnscoredModerate · 28
$4,500185,421 mi

Comparison: 28 similar vehicles

Nixa, MO

2013 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Rogue SV

Springfield, MO

UnscoredModerate · 20
$4,500137,992 mi

Comparison: 20 similar vehicles

Springfield, MO

2012 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Journey SXT

Springfield, MO

UnscoredLimited · 5
$4,500256,814 mi

Comparison: 5 similar vehicles

Springfield, MO

2012 Nissan Pathfinder SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Pathfinder SV

Springfield, MO

UnscoredInsufficient · 3
$4,500227,000 mi

Comparison: 3 similar vehicles

Springfield, MO

2011 Subaru Tribeca Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Subaru Tribeca Limited

Joplin, MO

UnscoredInsufficient · 0
$4,500197,852 mi

Joplin, MO

2010 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Equinox LS

Brookline, MO

UnscoredInsufficient · 0
$4,500162,360 mi

Brookline, MO

2006 Ford Explorer Eddie Bauer

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Explorer Eddie Bauer

Springfield, MO

UnscoredInsufficient · 4
$4,500Mileage not verified

Comparison: 4 similar vehicles

Springfield, MO

2013 Kia Sorento SX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Sorento SX

Springfield, MO

UnscoredInsufficient · 0
$4,700179,917 mi

Springfield, MO

2013 Nissan Rogue S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Rogue S

Springfield, MO

Fair PriceModerate · 20
$4,700117,324 mi

Market: $3,500 – $7,124

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Springfield, MO

2005 Ford Freestyle SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Freestyle SE

Bolivar, MO

UnscoredInsufficient · 0
$4,800186,249 mi

Bolivar, MO

2014 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Dodge Journey SXT

Springfield, MO

UnscoredLimited · 7
$4,899190,747 mi

Comparison: 7 similar vehicles

Springfield, MO

2016 GMC Acadia SLT-1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 GMC Acadia SLT-1

Bolivar, MO

UnscoredModerate · 22
$4,900194,000 mi

Comparison: 22 similar vehicles

Bolivar, MO

2014 Chevrolet Captiva Sport 2LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Captiva Sport 2LS

Brookline, MO

UnscoredInsufficient · 3
$4,900159,284 mi

Comparison: 3 similar vehicles

Brookline, MO

2014 Land Rover Range Rover Sport SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Land Rover Range Rover Sport SE

Bolivar, MO

UnscoredInsufficient · 3
$4,900230,000 mi

Comparison: 3 similar vehicles

Bolivar, MO

2012 Chevrolet Equinox LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox LTZ

Marshfield, MO

UnscoredLimited · 6
$4,900129,341 mi

Comparison: 6 similar vehicles

Marshfield, MO

2012 Chevrolet Captiva Sport 2LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Captiva Sport 2LS

Brookline, MO

UnscoredInsufficient · 0
$4,90091,760 mi

Brookline, MO

2008 Mazda CX-7 Grand Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Mazda CX-7 Grand Touring

Brookline, MO

UnscoredInsufficient · 0
$4,900175,290 mi

Brookline, MO

2004 Cadillac Escalade Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Cadillac Escalade Base

Webb City, MO

UnscoredInsufficient · 0
$4,900247,000 mi

Webb City, MO

2018 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Escape SE

Springfield, MO

UnscoredLimited · 5
$4,950214,678 mi

Comparison: 5 similar vehicles

Springfield, MO

2013 Subaru Forester X Premium Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Subaru Forester X Premium Package

Springfield, MO

UnscoredLimited · 7
$4,950239,000 mi

Comparison: 7 similar vehicles

Springfield, MO

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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